


import dataclasses
import json
import warnings
from dataclasses import dataclass, field
from time import time
from typing import List

from ..utils import logging


UpperCamelCase					:       Dict			    =     logging.get_logger(__name__)



def UpperCamelCase_				(				__a=None			,				__a=None      )	->   List[str]:
      return field(default_factory=lambda: default			,				metadata=__a      )



@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		list_field(
      default=[]				,		metadata={
          'help': (
              'Model checkpoints to be provided to the AutoModel classes. Leave blank to benchmark the base version'
              ' of all available models'
          )
      }				,		)

  _lowercase									=		list_field(
      default=[8]				,		metadata={'help': 'List of batch sizes for which memory and time performance will be evaluated'}  )

  _lowercase									=		list_field(
      default=[8, 3_2, 1_2_8, 5_1_2]				,		metadata={'help': 'List of sequence lengths for which memory and time performance will be evaluated'}				,		)

  _lowercase									=		field(
      default=A__				,		metadata={'help': 'Whether to benchmark inference of model. Inference can be disabled via --no-inference.'}				,		)
  _lowercase									=		field(
      default=A__				,		metadata={'help': 'Whether to run on available cuda devices. Cuda can be disabled via --no-cuda.'}				,		)
  _lowercase									=		field(
      default=A__				,		metadata={'help': 'Whether to run on available tpu devices. TPU can be disabled via --no-tpu.'}  )
  _lowercase									=		field(default=A__				,		metadata={'help': 'Use FP16 to accelerate inference.'}  )
  _lowercase									=		field(default=A__				,		metadata={'help': 'Benchmark training of model'}  )
  _lowercase									=		field(default=A__				,		metadata={'help': 'Verbose memory tracing'}  )
  _lowercase									=		field(
      default=A__				,		metadata={'help': 'Whether to perform speed measurements. Speed measurements can be disabled via --no-speed.'}				,		)
  _lowercase									=		field(
      default=A__				,		metadata={
          'help': 'Whether to perform memory measurements. Memory measurements can be disabled via --no-memory'
      }				,		)
  _lowercase									=		field(default=A__				,		metadata={'help': 'Trace memory line by line'}  )
  _lowercase									=		field(default=A__				,		metadata={'help': 'Save result to a CSV file'}  )
  _lowercase									=		field(default=A__				,		metadata={'help': 'Save all print statements in a log file'}  )
  _lowercase									=		field(default=A__				,		metadata={'help': 'Whether to print environment information'}  )
  _lowercase									=		field(
      default=A__				,		metadata={
          'help': (
              'Whether to use multiprocessing for memory and speed measurement. It is highly recommended to use'
              ' multiprocessing for accurate CPU and GPU memory measurements. This option should only be disabled'
              ' for debugging / testing and on TPU.'
          )
      }				,		)
  _lowercase									=		field(
      default=F'inference_time_{round(time()  )}.csv'				,		metadata={'help': 'CSV filename used if saving time results to csv.'}				,		)
  _lowercase									=		field(
      default=F'inference_memory_{round(time()  )}.csv'				,		metadata={'help': 'CSV filename used if saving memory results to csv.'}				,		)
  _lowercase									=		field(
      default=F'train_time_{round(time()  )}.csv'				,		metadata={'help': 'CSV filename used if saving time results to csv for training.'}				,		)
  _lowercase									=		field(
      default=F'train_memory_{round(time()  )}.csv'				,		metadata={'help': 'CSV filename used if saving memory results to csv for training.'}				,		)
  _lowercase									=		field(
      default=F'env_info_{round(time()  )}.csv'				,		metadata={'help': 'CSV filename used if saving environment information.'}				,		)
  _lowercase									=		field(
      default=F'log_{round(time()  )}.csv'				,		metadata={'help': 'Log filename used if print statements are saved in log.'}				,		)
  _lowercase									=		field(default=3				,		metadata={'help': 'Times an experiment will be run.'}  )
  _lowercase									=		field(
      default=A__				,		metadata={
          'help': (
              'Instead of loading the model as defined in `config.architectures` if exists, just load the pretrain'
              ' model weights.'
          )
      }				,		)

  def    _UpperCamelCase( self			:  Optional[int]       ):
        warnings.warn(
            f'''The class {self.__class__} is deprecated. Hugging Face Benchmarking utils'''
            " are deprecated in general and it is advised to use external Benchmarking libraries "
            " to benchmark Transformer models."				,				lowerCamelCase__				,				)

  def    _UpperCamelCase( self			:  Union[str, Any]       ):
        return json.dumps(dataclasses.asdict(self       )				,				indent=2       )

  @property
  def    _UpperCamelCase( self			:  List[str]       ):
        if len(self.models       ) <= 0:
              raise ValueError(
                  "Please make sure you provide at least one model name / model identifier, *e.g.* `--models"
                  " bert-base-cased` or `args.models = ['bert-base-cased']."       )
        return self.models

  @property
  def    _UpperCamelCase( self			:  Any       ):
        if not self.multi_process:
              return False
        elif self.is_tpu:
              logger.info("Multiprocessing is currently not possible on TPU."       )
              return False
        else:
              return True



"""simple docstring"""






UpperCAmelCase        =				8.3_144_598




def __magic_name__	(				_lowerCamelCase:		float,					_lowerCamelCase:		float			)					->						float:

	'''simple docstring'''




	if temperature < 0:
		raise Exception('''Temperature cannot be less than 0 K'''			)
	if molar_mass <= 0:
		raise Exception('''Molar mass cannot be less than or equal to 0 kg/mol'''			)
	else:
		return (3 * UNIVERSAL_GAS_CONSTANT * temperature / molar_mass) ** 0.5


if __name__ == "__main__":
					import doctest

					# run doctest
					doctest.testmod()

					# example
					UpperCAmelCase        =				3_0_0
					UpperCAmelCase        =				2_8
					UpperCAmelCase        =				rms_speed_of_molecule(temperature, molar_mass)
					print(f"""Vrms of Nitrogen gas at 300 K is {vrms} m/s""")


